Table 6.

Multi-class data representation.

Classes	Training Data	Test Data	Total
No attack	1398	335	1733
Data exfiltration	22	7	29
DDoS HTTP	4209	1015	5224
DDoS TCP	221638	56377	278015
DDoS UDP	222728	55302	278030
Key logging	314	81	395
OS Scan	75877	18907	94784
Service scan	221745	55768	277509
DoS HTTP	6343	1475	7818
DoS TCP	223555	55236	278791
DoS UDP	222171	55501	277672